医学图像处理的挑战概述

A. O. A. Deheyab, M. H. Alwan, Islam khalid Abdul Rezzaqe, O. A. Mahmood, Y. Hammadi, A. N. Kareem, Maha Ibrahim
{"title":"医学图像处理的挑战概述","authors":"A. O. A. Deheyab, M. H. Alwan, Islam khalid Abdul Rezzaqe, O. A. Mahmood, Y. Hammadi, A. N. Kareem, Maha Ibrahim","doi":"10.1145/3584202.3584278","DOIUrl":null,"url":null,"abstract":"Computers and various imaging technologies effectively enhanced the diagnostic procedures of medical imaging, where various medical images enhance the early diagnosis, characterizing and discriminating of different health problems, which lead to efficient healthcare services and treatments. Digital image processing and medical images analysis can significantly support medical diagnosis by providing the necessary tools for automatic detection, extracting significant information and accurate measurement of visible abnormalities. However, there are many challenges related to medical images as well as challenges that arise during the various stages of image processing. This paper provides an overview of different challenges related to medical images and medical image processing. The most prominent and significant challenges are identified and introduced not to discourage the interested researchers in this field of image processing, but to fill the gap of missing a comprehensive overview on these challenges.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"416 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"AN OVERVIEW OF CHALLENGES IN MEDICAL IMAGE PROCESSING\",\"authors\":\"A. O. A. Deheyab, M. H. Alwan, Islam khalid Abdul Rezzaqe, O. A. Mahmood, Y. Hammadi, A. N. Kareem, Maha Ibrahim\",\"doi\":\"10.1145/3584202.3584278\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Computers and various imaging technologies effectively enhanced the diagnostic procedures of medical imaging, where various medical images enhance the early diagnosis, characterizing and discriminating of different health problems, which lead to efficient healthcare services and treatments. Digital image processing and medical images analysis can significantly support medical diagnosis by providing the necessary tools for automatic detection, extracting significant information and accurate measurement of visible abnormalities. However, there are many challenges related to medical images as well as challenges that arise during the various stages of image processing. This paper provides an overview of different challenges related to medical images and medical image processing. The most prominent and significant challenges are identified and introduced not to discourage the interested researchers in this field of image processing, but to fill the gap of missing a comprehensive overview on these challenges.\",\"PeriodicalId\":438341,\"journal\":{\"name\":\"Proceedings of the 6th International Conference on Future Networks & Distributed Systems\",\"volume\":\"416 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 6th International Conference on Future Networks & Distributed Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3584202.3584278\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3584202.3584278","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

计算机和各种成像技术有效地增强了医学成像的诊断程序,其中各种医学图像增强了对不同健康问题的早期诊断,表征和区分,从而实现高效的医疗保健服务和治疗。数字图像处理和医学图像分析可以为医学诊断提供必要的工具,用于自动检测、提取重要信息和准确测量可见异常。然而,与医学图像相关的挑战以及在图像处理的各个阶段出现的挑战很多。本文概述了与医学图像和医学图像处理相关的不同挑战。识别和介绍最突出和最重要的挑战,不是为了阻止对图像处理领域感兴趣的研究人员,而是为了填补对这些挑战进行全面概述的空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
AN OVERVIEW OF CHALLENGES IN MEDICAL IMAGE PROCESSING
Computers and various imaging technologies effectively enhanced the diagnostic procedures of medical imaging, where various medical images enhance the early diagnosis, characterizing and discriminating of different health problems, which lead to efficient healthcare services and treatments. Digital image processing and medical images analysis can significantly support medical diagnosis by providing the necessary tools for automatic detection, extracting significant information and accurate measurement of visible abnormalities. However, there are many challenges related to medical images as well as challenges that arise during the various stages of image processing. This paper provides an overview of different challenges related to medical images and medical image processing. The most prominent and significant challenges are identified and introduced not to discourage the interested researchers in this field of image processing, but to fill the gap of missing a comprehensive overview on these challenges.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
EXPERIENCE IN USING BIG DATA TECHNOLOGY FOR DIGITALIZATION OF INFORMATION ENSURING THE SMOOTH OPERATION OF PHYSICAL TECHNOLOGY COMPANIES IN DISTRIBUTED ENVIRONMENTS IMPROVING OPTICAL PROPERTIES OF POLYVINYL ALCOHOL (PVA) AND CARBOXYMETHYL CELLULOSE (CMC) AS POLYMER BLEND FILMS (CMC-PVA) A Layered Taxonomy of Internet of Things Attacks Blockchain-based solutions for Cloud Computing Security: A Survey
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1